Record, CLM, bronze and silver
CLM-424269
Received 2026-03-16T14:26:58Z, line 79,705 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JACK | Jack | Changed |
| Middle | — | — | Unchanged |
| Last name | BARNES | Barnes | Changed |
| Date of birth | ·25-07-1940 | 1940-07-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-58851-08 | UHC-58851-08 | Unchanged |
| SSN | •••-••-2377 | •••-••-2377 | Unchanged |
| Phone | NULL | — | Cleared |
| ·· | — | Unchanged | |
| Address | 5734 Washington Street | 5734 Washington St | Changed |
| City | ATLANTA | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30356-5701 | 30356 | Changed |
| Group | - | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.60
- Name key
- john|barnes
- Address key
- 5734|washington|30356
- Canonical first
- john
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-424267 | 1.00 | Scored | — | Auto-linked |
| CLM-424270 | 1.00 | Scored | — | Auto-linked |
| CLM-424271 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-60697 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-60698 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-424268 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005830
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jack Barnes, 1940-07-25, 7 records, Verified
Evidence
Matched against CLM-424267
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyba80f9ae672026-10-19 19:54:38, scoring_agentidentity id MBR-005830, confidence 1, method probabilistic, matched record CLM-424267, policy version 1
- Record linked automaticallyfcbe28f3e52026-10-19 19:52:08, scoring_agentidentity id MBR-005830, confidence 1, method probabilistic, matched record CLM-424267, policy version 1
- Record linked automatically9aa1ea01e62026-10-19 19:45:42, scoring_agentidentity id MBR-005830, confidence 1, method probabilistic, matched record CLM-424267, policy version 1
- Record linked automatically5c2ca4f79b2026-10-19 19:32:31, scoring_agentidentity id MBR-005830, confidence 1, method probabilistic, matched record CLM-424267, policy version 1
- Record linked automatically87c33f9f332026-10-19 19:31:28, scoring_agentidentity id MBR-008126, confidence 1, method probabilistic, matched record CLM-424271, policy version 1